{"id":"https://openalex.org/W2108183615","doi":"https://doi.org/10.1142/s1793536914500010","title":"THEORY OF DIGITAL FILTER BANKS REALIZED VIA MULTIVARIATE EMPIRICAL MODE DECOMPOSITION","display_name":"THEORY OF DIGITAL FILTER BANKS REALIZED VIA MULTIVARIATE EMPIRICAL MODE DECOMPOSITION","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2108183615","doi":"https://doi.org/10.1142/s1793536914500010","mag":"2108183615"},"language":"en","primary_location":{"id":"doi:10.1142/s1793536914500010","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793536914500010","pdf_url":null,"source":{"id":"https://openalex.org/S16439242","display_name":"Advances in Adaptive Data Analysis","issn_l":"1793-5369","issn":["1793-5369","1793-7175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Adaptive Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034686124","display_name":"Min-Sung Koh","orcid":"https://orcid.org/0000-0002-9863-0830"},"institutions":[{"id":"https://openalex.org/I159107703","display_name":"Eastern Washington University","ror":"https://ror.org/002g57a93","country_code":"US","type":"education","lineage":["https://openalex.org/I159107703"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"MIN-SUNG KOH","raw_affiliation_strings":["Department of Engineering and Design, Eastern Washington University, Cheney, WA 99004, USA"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Design, Eastern Washington University, Cheney, WA 99004, USA","institution_ids":["https://openalex.org/I159107703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103001848","display_name":"Danilo P. Mandic","orcid":"https://orcid.org/0000-0001-8432-3963"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"DANILO P. MANDIC","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2AZ, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052125071","display_name":"A.G. Constantinides","orcid":"https://orcid.org/0000-0003-2946-5509"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"ANTHONY G. CONSTANTINIDES","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2AZ, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034686124"],"corresponding_institution_ids":["https://openalex.org/I159107703"],"apc_list":null,"apc_paid":null,"fwci":0.8191,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79199967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"06","issue":"01","first_page":"1450001","last_page":"1450001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.905107855796814},{"id":"https://openalex.org/keywords/aliasing","display_name":"Aliasing","score":0.7588984966278076},{"id":"https://openalex.org/keywords/decimation","display_name":"Decimation","score":0.7093790769577026},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.5716239213943481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5163685083389282},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4693029224872589},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4594588577747345},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.4522937536239624},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4263332486152649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35759973526000977},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34637999534606934},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1774706244468689},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16279500722885132}],"concepts":[{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.905107855796814},{"id":"https://openalex.org/C4069607","wikidata":"https://www.wikidata.org/wiki/Q868732","display_name":"Aliasing","level":3,"score":0.7588984966278076},{"id":"https://openalex.org/C173642442","wikidata":"https://www.wikidata.org/wiki/Q1253346","display_name":"Decimation","level":3,"score":0.7093790769577026},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.5716239213943481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5163685083389282},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4693029224872589},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4594588577747345},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.4522937536239624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4263332486152649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35759973526000977},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34637999534606934},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1774706244468689},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16279500722885132},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s1793536914500010","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793536914500010","pdf_url":null,"source":{"id":"https://openalex.org/S16439242","display_name":"Advances in Adaptive Data Analysis","issn_l":"1793-5369","issn":["1793-5369","1793-7175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Adaptive Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.719.1599","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.719.1599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.commsp.ee.ic.ac.uk/%7Emandic/research/EMD_Stuff/MK_AGC_DPM_Filterbank_MEMD_AADA_2014.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G6151220586","display_name":null,"funder_award_id":"EP/K025643/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1481646516","https://openalex.org/W1587477963","https://openalex.org/W1975990812","https://openalex.org/W2007221293","https://openalex.org/W2038804109","https://openalex.org/W2048032753","https://openalex.org/W2059362636","https://openalex.org/W2096592665","https://openalex.org/W2101789093","https://openalex.org/W2117787517","https://openalex.org/W2120390927","https://openalex.org/W2121735876","https://openalex.org/W2123563890","https://openalex.org/W2169721303","https://openalex.org/W3141408015","https://openalex.org/W3144440902"],"related_works":["https://openalex.org/W2131820784","https://openalex.org/W2391707364","https://openalex.org/W2544284968","https://openalex.org/W2164425113","https://openalex.org/W2108183615","https://openalex.org/W1557653435","https://openalex.org/W2058758794","https://openalex.org/W2152850847","https://openalex.org/W2560716079","https://openalex.org/W3144440902"],"abstract_inverted_index":{"Undecimated":[0,34],"and":[1,25,96],"decimated":[2,75,103,122],"multivariate":[3,135],"empirical":[4],"mode":[5],"decomposition":[6],"filter":[7],"banks":[8],"(MEMDFBs)":[9],"are":[10,57,99],"introduced":[11],"in":[12,28,69,77,121,130],"order":[13],"to":[14,62,126],"incorporate":[15],"MEMD":[16,44,56,70,116],"equipped":[17],"with":[18,83],"downsampling":[19,68],"into":[20,108,115],"any":[21,87,109],"arbitrary":[22,88,110],"tree":[23,48,111,119],"structure":[24],"provide":[26],"flexibility":[27],"the":[29,37,51],"choice":[30],"of":[31,42,55,91],"frequency":[32,131],"bands.":[33],"MEMDFBs":[35,76,93,104,123],"show":[36],"same":[38],"results":[39],"as":[40],"those":[41],"original":[43],"for":[45,86,94,133],"an":[46],"octave":[47],"structure.":[49],"Since":[50,102],"exact":[52],"cut-off":[53],"frequencies":[54],"not":[58],"known":[59],"(i.e.":[60],"due":[61],"data-driven":[63],"decomposition),":[64],"employing":[65],"just":[66],"simple":[67],"might":[71],"cause":[72],"aliasing.":[73],"However,":[74],"this":[78,113],"paper":[79],"achieve":[80],"perfect":[81],"reconstruction":[82],"aliasing":[84],"cancelled":[85],"tree.":[89],"Applications":[90],"decimated/undecimated":[92],"speech/audio":[95],"image":[97],"signals":[98],"also":[100,124],"included.":[101],"can":[105],"be":[106],"applied":[107],"structure,":[112],"extends":[114],"packets.":[117],"Arbitrary":[118],"structures":[120],"lead":[125],"more":[127],"diverse":[128],"choices":[129],"bands":[132],"various":[134],"applications":[136],"requiring":[137],"decimations.":[138]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}